The rain hammered against the windows, mirroring the frantic tempo of his thoughts. He felt…contained. Every room, every familiar object, seemed to press in on him. He needed an escape. A break.

He pulled on his coat and ventured out, the city streets slick and glistening under the streetlights. He walked, and walked, and walked, the aimlessness of his wanderings becoming a form of release.

Finally, he found himself drawn into the warm glow of a pawn shop. Within a dark display case, reflecting the neon lights outside, he spotted a familiar, precious gleam. He swallowed hard. It was impossible, wasn't it?

Emotion: restless

Cluster: Fatigue / Lethargy
PC1 (Valence): -0.51 Negative
PC2 (Disposition): -0.25

Role in Research

This story is one of 1,000 stories generated for the emotion restless. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 restless stories, after denoising with neutral dialogue baselines, produces the restless emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the restless vector is projected through the unembedding matrix.

Promoted:
own0.485
0.363
S0.333
tìm0.316
destination0.272
Suppressed:
B-0.421
заслу-0.297
টুকু-0.211
arada-0.204
background-0.202